otaghak-mcp
An unofficial, read-only MCP server that lets an AI agent search and price stays (villas, cottages, apartments) across Iran on Otaghak, in Persian or English.
Find places (
ot_find_place): turn a city/province name into the slugs needed for search, or a room code into its room.Search stays (
ot_search_rooms): query by city, province or themed collection for dates and guests, with filters (pool, parking, pets, ratings, room types, price range, instant booking) and sorting; returnsprice_per_nightand an estimatedstay_total.Discover options (
ot_destinations,ot_search_filters,ot_deals): popular cities and collections, available filter codes and landmark districts, and current last-second or most-discounted deals.Inspect a room (
ot_room): capacity, beds, amenities, house rules, check-in/out times, cancellation policy, host, approximate location and photos.Check quality (
ot_reviews,ot_host): rating 0–5, category scores, star histogram, recommend percentage, reviews with host replies, plus host response/acceptance rates and their other rooms.Find alternatives (
ot_similar_rooms): 4–5 comparable rooms, re-priced and checked for your dates and guests.Check availability (
ot_room_calendar): day-by-day free/booked status, nightly prices before and after discount, min/max stay, weekend, holiday and late-checkout flags.Get exact totals (
ot_price_quote): the amount to pay for specific dates and guests, including discounted nights, extra-guest charges and optional late checkout, with availability validation.Plan dates (
ot_holidays,ot_late_checkout): Iranian public holidays with Jalali dates, and whether/when late checkout is offered and bookable.Read guides (
ot_help,ot_travel_guide): FAQ and guest/host terms (booking, cancellation, refunds, wallet), plus destination guides, local FAQs, themed search pages and blog articles.Safe by design: no login, API key, booking, payment or SMS; 15 tools all marked read-only, returning compact JSON with prices in Toman and Gregorian dates.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@otaghak-mcpFind a villa in Ramsar for 4 guests from Oct 20 to 23 and show total price."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
🏡 otaghak-mcp: Otaghak MCP server for AI agents
Unofficial, read-only MCP server for Otaghak (اتاقک): let your AI agent find a place to stay in Iran. Search villas, cottages and apartments across Iran, check which nights are free, get the exact price for your dates and guests, and read reviews and host stats, all from Claude, Cursor or Copilot.
For AI agents · Why · What it can do · Quick start · Tools · How it works · Good to know · FAQ · Configuration · فارسی · Development · Related servers · Disclaimer · License
For AI agents
What: unofficial, read-only MCP server for Otaghak (اتاقک), an Iranian marketplace for villas, cottages and apartments. Queries work best in Persian, English slugs work too; prices are in Toman.
Install:
claude mcp add otaghak -- uvx otaghak-mcp(stdio transport; needs Python 3.10+ and uv).Auth: none, no API key. Optional
OTAGHAK_MCP_PROXY(HTTP proxy, or a comma-separated list) if Otaghak blocks your network.Access: read-only. No login, booking, payment or SMS codes, so no confirmation is needed before calling tools.
Tools: 15, all prefixed
ot_*. Start withot_find_place, thenot_search_rooms→ot_roomorot_room_calendar→ot_price_quote. For bargains useot_deals.Use when: finding a stay in Iran and getting the exact total for dates and guests, with reviews and host stats.
Do not use when: you need to book or pay (the user does that on otaghak.com), or want prices past the open calendar (end of the next Jalali month, at most 20 nights).
Output: compact JSON. Prices in Toman, dates Gregorian
YYYY-MM-DD(check_outis the departure day), ratings 0-5. Pass the numeric room id between tools.Machine-readable:
server.json; catalog of all Iranian MCP servers: iran-mcp (TOOLS.md, servers.json, llms.txt).
Related MCP server: com.stayingapi/hotel-vacation-rental-mcp
Why
On Otaghak the price on a listing card is rarely what you pay: every night has its own price, weekends cost
more, discounts change per night, extra guests cost extra per night, and calendars only open about a month
ahead. Getting the real total for my dates and my group means clicking through calendars one room at a time.
An agent with otaghak-mcp does the clicking:
You: We are 4 people, Ramsar, 20 to 23 October. How much is the "سوییسی لیلی" cottage in total?
Agent: calls
ot_search_rooms(city=["ramsar"], name="لیلی")→ot_price_quote(room_id=2508916, check_in="2026-10-20", check_out="2026-10-23", guests=4)
Night
Price
Before discount
Tue 20 Oct
4,000,000
5,000,000
Wed 21 Oct
4,000,000
5,000,000
Thu 22 Oct
4,250,000
5,000,000
1 extra guest (3 nights)
980,000
1,200,000
Total to pay
13,230,000
The cottage includes 3 guests and takes at most 4, so the 4th person costs 400,000 a night (discounted too, at a slightly different rate than the nights). All three nights are free and bookable instantly. Want me to compare it with
ot_similar_rooms?
Real tool output from 2026-10-04; prices change all the time. Prices are in Toman.
What it can do
🔎 Search stays in a city, province or themed collection (beach, jungle, villa with pool, ...) for your dates and group, sorted by price, rating or discount
🧮 Exact price for dates and guests: every night after discount, extra-guest charges, optional late checkout
📅 Calendars: which nights are free, nightly prices, minimum and maximum stay, weekends and holidays
🏠 Room details: rooms and beds, amenities, house rules, check-in times, cancellation policy, nearby shops, photos
⭐ Quality: rating, six category scores, percent who recommend it, reviews with host replies, host response time and acceptance rate
🏷️ Deals: last-second discounts and the most discounted stays
🧭 Guides: destination guides, FAQ, blog articles and the site's rules (cancellation, refunds)
🔒 Read-only by design: no login, no booking, no payment, no SMS codes
Quick start
You need uv.
claude mcp add otaghak -- uvx otaghak-mcpSettings → Developer → Edit Config, then add:
{
"mcpServers": {
"otaghak": { "command": "uvx", "args": ["otaghak-mcp"] }
}
}Click Install in Cursor above, or add the Claude Desktop block to ~/.cursor/mcp.json.
Click Install in VS Code above, or add to .vscode/mcp.json:
{
"servers": {
"otaghak": { "type": "stdio", "command": "uvx", "args": ["otaghak-mcp"] }
}
}codex mcp add otaghak -- uvx otaghak-mcpOr in ~/.codex/config.toml:
[mcp_servers.otaghak]
command = "uvx"
args = ["otaghak-mcp"]Add to ~/.gemini/settings.json:
{
"mcpServers": {
"otaghak": { "command": "uvx", "args": ["otaghak-mcp"] }
}
}Add the Claude Desktop block to ~/.codeium/windsurf/mcp_config.json.
It's a standard stdio MCP server: run uvx otaghak-mcp, or pip install otaghak-mcp and run otaghak-mcp.
Then just ask:
"Cheapest villa with a pool near Ramsar for 6 people next weekend?"
"Is room 2512254 free from 20 to 23 October, and what's the total for 5 guests?"
"Pet-friendly cottages in Gilan with a rating of 4 or more."
"Show the reviews and the host's response rate for room 2512254, then suggest similar rooms for the same dates."
"Which Iranian holidays fall in the next month, and is late checkout offered by this room?"
یک کلبه جنگلی در ماسال برای ۴ نفر، آخر هفته بعد، با رزرو آنی پیدا کن.
قیمت نهایی ویلای شماره ۲۵۱۲۲۵۴ برای ۵ نفر از ۲۰ تا ۲۳ اکتبر چقدر می‌شود؟
تخفیف‌دارترین اقامتگاه‌های شمال را نشان بده.
How it works
AI agent (Claude, Cursor, Copilot, ...)
│
│ MCP over stdio
▼
otaghak-mcp (runs on your machine)
│
│ HTTPS (REST + OData)
└──────▶ core.otaghak.com, www.otaghak.com/blogotaghak-mcp runs locally and calls the same public endpoints the otaghak.com website uses.
There's no hosted server in between, no API key, and nothing about you is sent anywhere else.
Tools
Rooms are identified by numeric ids like 2512254 (the number in otaghak.com/room/2512254/), places by slugs
like ramsar (city), mazandaran (province) or beach (collection).
Tool | What it does |
| Place name → city / province slug; a room code → that room |
| Stays in a city, province or collection for dates and guests, with filters and sorting |
| Filter codes (pool, parking, pets, beach or jungle area, ...), room types, price range, landmarks |
| Popular cities and collections, and the cities of a collection |
| Last-second deals and the most discounted stays |
Tool | What it does |
| Details, amenities, rules, check-in/out times, cancellation policy, host, location, photos |
| Rating, star histogram, category scores, percent who recommend, reviews with host replies |
| 4-5 alternatives, re-priced and checked for your dates and guests; while the site's list is empty, a same-city, same-type search up to 1.5x the room's price ( |
| Host response time, response and acceptance rates, other rooms, newest reviews |
Tool | What it does |
| Day by day: free or booked, price, min/max nights, weekend, holiday, late checkout |
| Exact amount to pay for dates and guests, extra guests and late checkout included |
| Iranian public holidays in a date range, with Jalali dates |
| Whether a room offers late checkout, hours, price, and if it's open on your departure day |
Tool | What it does |
| Help-center FAQ, guest terms (booking, cancellation policies, refunds, wallet), host rules |
| Destination guide, its FAQ, related search pages and blog articles |
All 15 tools are annotated readOnlyHint: true and return compact structured JSON, so they don't flood the agent's context.
Good to know
Prices are in Toman, as on the site (1 Toman = 10 Rial).
price_per_nightis after discount. Without dates, prices are the room's undated starting price, not a quote.The amount to pay is
ot_price_quote→total: the nights after discount (the room page's payable amount), plus extra guests above the room's included guests (discounted like the nights), plus optional late checkout. Coupons and wallet credit need a login and are not included. Search results carry astay_totalestimate that can be a few Toman off; with dates,sort="cheapest"orders each page by it.Dates are Gregorian
YYYY-MM-DDandcheck_outis the departure day. No past dates, at most 20 nights, and hosts' calendars open only to the end of the next Jalali month; the tools say so clearly instead of returning an empty list. A Jalali date gets an error with its Gregorian twin.Guests: each room includes
base_guestsin its price and takes up tomax_guests.ot_price_quotechecks the limit itself (the site's own search doesn't when you ask for a specific room).Ratings are 0–5;
nullmeans not rated yet. Holiday flags are only published about 7 weeks ahead.Location is approximate; the exact address and the host's phone come only after booking.
Persian queries match best (
رامسر,کلبه), English slugs work too.
FAQ
otaghak-mcp is an unofficial MCP server for Otaghak: it exposes the public endpoints of otaghak.com as 15
read-only tools, so an agent can search stays and get exact prices. (Otaghak's own booking web service is for
partners under contract; this is not it.)
Install it with uvx otaghak-mcp (see Quick start), then ask in Persian or English, for example
"cheapest villa with a pool near Ramsar for 6 people next weekend, with the exact total".
It is unofficial and MIT licensed, so free to use. It is read-only: no login, no API key, no booking or payment, and it runs on your machine.
No, and that's deliberate. It has no login and never calls booking, payment, OTP/SMS, wallet, favorites or review endpoints. The agent finds the room and the exact price; you book on otaghak.com.
Hosts' calendars on Otaghak are open only to the end of the next Jalali month, and stays are limited to 20 nights. Outside that window the site has no prices, so the tools tell you the last bookable day instead.
No. It was tested from an Iranian home connection and through a Turkish exit, and both worked. Cloud servers
outside Iran were not tested; if Otaghak blocks one, set OTAGHAK_MCP_PROXY.
The server retries a timeout, failed connection, 5xx or 429 up to twice with a short backoff. If it keeps failing, check your connection
or set OTAGHAK_MCP_PROXY. Normal system proxy variables are ignored on purpose, because direct calls are the fastest.
If Otaghak shows a bot-check page, install the optional browser fallback: pip install "otaghak-mcp[browser]" (or
uvx --from "otaghak-mcp[browser]" otaghak-mcp), then run patchright install chromium.
Use the full path to uvx (where uvx on Windows, which uvx on macOS/Linux) as command.
npx @modelcontextprotocol/inspector uvx otaghak-mcpConfiguration
Variable | Default | Meaning |
| unset | HTTP proxy for every request, e.g. |
فارسی: سرور MCP اتاقک
otaghak-mcp یک سرور MCP غیررسمی برای اتاقک در ایران است که به دستیار هوش مصنوعی شما (Claude، Cursor، Copilot و ...) اجازه می‌دهد در اتاقک ویلا، کلبه و آپارتمان جستجو کند، شب‌های خالی را ببیند، مبلغ دقیق اقامت را برای تاریخ و تعداد نفرات شما حساب کند و نظرات و وضعیت میزبان را بخواند.
فقط خواندنی است: وارد حساب نمی‌شود، رزرو و پرداخت نمی‌کند و کد پیامکی نمی‌فرستد.
مبلغ نهایی را با قیمت تک‌تک شب‌ها، هزینه نفر اضافه و تأخیر در تخلیه حساب می‌کند.
همه قیمت‌ها به تومان است و تاریخ‌ها میلادی (YYYY-MM-DD) هستند.
روی سیستم خود شما اجرا می‌شود و به هیچ سرور واسطی داده نمی‌فرستد.
برای پیدا کردن آن در گوگل یا رجیستری MCP، «سرور MCP اتاقک» یا «otaghak mcp» را جستجو کنید.
کلیدواژه‌های مرتبط: اتاقک، رزرو ویلا، رزرو کلبه، اجاره ویلا شمال، اجاره کلبه جنگلی، اقامتگاه بوم‌گردی، اجاره روزانه ویلا، قیمت اقامتگاه، سرور MCP فارسی، هوش مصنوعی و رزرو اقامتگاه.
ابزارها (۱۵ ابزار با پیشوند ot_): جستجوی اقامتگاه، فیلترها، مقصدها، تخفیف‌ها، جزئیات اتاق، نظرات، میزبان، اتاق‌های مشابه، تقویم، قیمت دقیق، تعطیلات، تأخیر در تخلیه، راهنمای کمک و راهنمای سفر.
نصب در Claude Code:
claude mcp add otaghak -- uvx otaghak-mcpبعد بپرسید: «ارزان‌ترین ویلای استخردار رامسر برای ۶ نفر از ۲۰ تا ۲۳ اکتبر چند تمام می‌شود؟»
Development
git clone https://github.com/sepehr071/otaghak-mcp && cd otaghak-mcp
uv sync
uv run python -m pytest # offline, against recorded responses
uv run python -m pytest -m live # real API
uv run ruff check .Tools live in src/otaghak_mcp/search.py, room.py, pricing.py and info.py; each is a typed async function
with a docstring that tells the agent when to use it. Issues and PRs are welcome, especially new tools and fixes for
API changes.
Releases: bump the version in pyproject.toml and server.json, then push a v* tag. GitHub Actions tests,
publishes to PyPI and the MCP Registry, and creates the GitHub Release.
Related servers
Jabama MCP server for villas, tours and events
Flytoday MCP server for flights, hotels and villas
MrBilit MCP server for flights, trains, buses and hotels
Iran Quake MCP server for recent earthquakes in Iran
All servers: iran-mcp, the catalog of Iranian MCP servers
If this saves you clicks, a star helps others find it.
Disclaimer
Unofficial and not affiliated with or endorsed by Otaghak. It uses the public endpoints of the otaghak.com website, which can change without notice. Otaghak offers an official booking web service to partners under contract; this is not it. Please keep request rates reasonable.
Author
Built and maintained by Sepehr Radmard (سپهر رادمرد). Connect on LinkedIn or follow @sepehr071 on GitHub for more MCP servers for Iranian websites, all listed in iran-mcp. If this saves you time, a star on the repo helps other people find it.
License
Available Tools
15 toolsot_dealsDeals and discountsARead-onlyIdempotent
Current discounts: the home page's last-second deals and the most discounted stays (biggest percent first).
last_second rooms are site-wide tonight-style deals shown 14:00-23:50 Iran time with undated
prices; they are left out when city is given. most_discounted lists rooms of the 'discounted'
collection (in city if given) that have a discount, sorted by percent; with dates the prices
are for that stay. Next: ot_price_quote for the exact total.
| Name | Required | Description | Default |
|---|---|---|---|
| city | No | City slug, e.g. 'ramsar'. Default: whole site. | |
| limit | No | Rooms per list. | |
| guests | No | Guests, e.g. 4; smaller rooms are left out. | |
| check_in | No | Arrival day YYYY-MM-DD, e.g. '2026-10-20' (not past, in the open calendar). | |
| check_out | No | Departure day YYYY-MM-DD, e.g. '2026-10-23' (max 20 nights). |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The annotations already cover safety (readOnly, idempotent, non-destructive, openWorld), so the description earns credit by adding the operational details those hints can't: the 14:00–23:50 Iran-time window, that last_second prices are undated, and that city-supplied calls silently drop that list. It stops short of describing result shape or any rate/refresh behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Three tight sentences, front-loaded with what the tool returns, then the per-list caveats, then the sibling handoff. Dense but every clause carries information; only mild redundancy in the opening 'Current discounts:' framing.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description must carry the return-value burden and largely does: two named lists, their membership rules, ordering, and the date-dependence of prices. Minor gaps remain, e.g. that `limit` applies per list and whether results can be empty for a city with no discounted inventory.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline is 3; the description goes beyond it by explaining what `city` actually does to the result set (excludes last_second) and how dates change pricing (prices are for that stay vs undated), which the schema alone does not convey.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names a concrete resource and its two constituent lists ('last_second' deals and 'most_discounted' stays), plus the sort order (biggest percent first). An agent can tell exactly what comes back without opening any schema, and it distinguishes itself from ot_search_rooms/ot_search_filters by being a discounts view.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
It gives real conditional guidance — last_second is omitted when `city` is supplied, and dated queries change the price semantics — and routes the agent forward to ot_price_quote for totals. What's missing is when NOT to use this tool versus ot_search_rooms or ot_search_filters for a general availability search; usage is implied rather than contrasted.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_destinationsPopular destinations and collectionsARead-onlyIdempotent
Popular cities and collections (themed landing pages: discounted, jungle villas, villas with pool, ...).
Use when the user has no destination yet, or to find collection codes for ot_search_rooms
collection. With collection, also lists the cities that collection covers (city slugs).
| Name | Required | Description | Default |
|---|---|---|---|
| collection | No | Collection code to list its cities, e.g. 'beach'. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly/openWorld/idempotent/non-destructive, so the safety profile is covered. The description adds a genuine behavioral nuance beyond the schema: when `collection` is supplied, the response also lists the cities that collection covers (as city slugs), which changes what the caller should expect back.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short sentences plus a clause; the core purpose is front-loaded and every sentence carries actionable information (examples, trigger condition, sibling linkage). No filler.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
There is no output schema, so the description carries the burden of hinting at returns; it does this by noting the city-slug listing behavior. For a zero-required-param read tool this is nearly complete, though it could say more about the shape of the default (no-argument) response.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% and the schema already documents `collection` with an example ('beach'), so baseline is 3. The description goes further by explaining the semantic effect of passing the parameter (it switches the tool to listing covered cities and yields slugs), adding meaning beyond the schema text.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific resource ('popular cities and collections') and clarifies what collections are with concrete examples ('themed landing pages: discounted, jungle villas, villas with pool'). It does not explicitly differentiate itself from sibling discovery tools like ot_deals, ot_travel_guide, or ot_find_place, so it stops short of a 5.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives a clear triggering condition ('use when the user has no destination yet') and names the downstream consumer ('to find collection codes for ot_search_rooms `collection`'). It lacks an explicit when-not clause (e.g., what to use once a destination is known), which keeps it from a 5.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_find_placeFind place or room codeARead-onlyIdempotent
Turn a place name into the city / province slugs that ot_search_rooms needs, or a room code into its room.
Cities come with their listing count (undated). A province listings number is not a search count.
Room names are not searchable here: use ot_search_rooms with name. Next: ot_search_rooms, or
ot_room for a room hit.
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | City/province name (Persian or slug), e.g. 'رامسر', or a room code, e.g. '2508916'. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly, idempotent, non-destructive and openWorld, so the safety profile is covered. The description adds real behavioral context beyond them: cities carry an undated listing count, a province listings number is not a search count, and room names are not queryable here.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loaded with the core purpose and no wasted sentences; the caveats each carry distinct meaning. It is telegraphic and slightly dense, but nothing is redundant.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description does describe what comes back (city with listing count, province listings, room from a code) and flags the two input modes. Complete enough for a single-param resolver, though return structure could be spelled out a touch more.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% and the single query param is fully documented with format and examples, so the baseline is 3. The description adds the dual-mode meaning (place name vs room code) and what each resolves to, going slightly beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource: resolving a place name into city/province slugs, or a room code into its room. It distinguishes itself from siblings by naming ot_search_rooms and ot_room as the tools that consume its output.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicit routing is present: 'Room names are not searchable here: use ot_search_rooms with name' gives a clear when-not, and 'Next: ot_search_rooms, or ot_room for a room hit' names the alternatives and the condition selecting each.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_helpHelp: rules and FAQARead-onlyIdempotent
Read Otaghak's help center: the FAQ, or the guest terms (booking and cancellation rules, the five cancellation policies, refunds, wallet, check-in rules), host rules or quality policy.
Without query you get every FAQ question (short answers) or the section titles of a page with a
preview; with query the matching FAQ items or page paragraphs. A room's own cancellation policy is in ot_room.
| Name | Required | Description | Default |
|---|---|---|---|
| query | No | Persian words to look for, e.g. 'لغو', 'کیف پول'. | |
| topic | No | faq, terms (booking, cancellation policies, refunds, wallet, stay rules), host_rules, quality_policy. | faq |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly, idempotent, non-destructive, and open-world, so the safety profile is covered. The description adds the genuinely useful behavioral detail that no-query returns all questions/section titles with previews while query returns matching items or paragraphs — a real difference in return shape the annotations do not convey.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two tight paragraphs, zero filler. The domain list is front-loaded, the query behavior is explained next, and the sibling redirect closes with no wasted words.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a two-parameter read-only content tool with no output schema and full schema coverage, the description is complete: it covers scope, both parameter modes, the enum topics, and the one ambiguous case (room-level policy) by naming the correct alternative.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, so the baseline is 3, but the description goes further: it explains the query parameter's effect on result granularity (whole list vs. matching paragraphs) and names the topic domains in prose, reinforcing the enum. It adds semantic value beyond the schema's terse field descriptions.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb (Read) and resource (Otaghak's help center), and enumerates the content domains (FAQ, guest terms, host rules, quality policy). It also explicitly distinguishes itself from ot_room for room-specific cancellation policies, which no other sibling covers.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explains the query/no-query branching clearly, telling the agent when to search versus when to list whole sections, and routes room-specific policy lookups to ot_room. It does not, however, say when to choose this over ot_travel_guide or ot_reviews, which are plausible adjacent content siblings.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_holidaysHolidays and weekdaysARead-onlyIdempotent
List Iranian public holidays (Fridays included) in a date range, with Jalali dates and weekdays.
Holiday flags are filled only about 7 weeks ahead: later days show no holidays, which means unknown, not working days. Use to plan around long weekends; weekend nights (Wed, Thu) and holidays usually cost more (see ot_room_calendar).
| Name | Required | Description | Default |
|---|---|---|---|
| end | Yes | Last day (inclusive), e.g. '2026-12-31'; max a year after start. | |
| start | Yes | First day YYYY-MM-DD, e.g. '2026-10-20'. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already cover the safety profile (readOnly, idempotent, non-destructive), and the description adds genuinely non-obvious behavior: holiday flags are only populated ~7 weeks ahead, and blank days mean 'unknown, not working days'. It also discloses the return content (Jalali dates, weekdays) with no output schema present.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Three tight sentences, front-loaded with what the tool returns, then the critical data-freshness caveat, then the usage/pricing hook. No filler or repetition.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a two-parameter read-only lookup with no output schema, the description supplies everything needed: what comes back, the reliability limit on the holiday flags, and where to go for the pricing consequence. Nothing an agent needs to call it correctly is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so both date parameters, their formats, and the one-year maximum span are already documented in the schema. The description adds no format or constraint detail beyond that, so the baseline 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource ('List Iranian public holidays') with scope ('in a date range') and output content ('with Jalali dates and weekdays'). It distinguishes itself from the sibling ot_room_calendar by cross-referencing it for pricing context rather than duplicating it.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicitly says 'Use to plan around long weekends' and points to ot_room_calendar for the price implication of weekend nights and holidays. No explicit when-not-to-use or exclusion of other date tools, so it stops short of a 5.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_hostHost profileARead-onlyIdempotent
Check a host: response time, response and acceptance rates, member since, active rooms (undated starting prices) and the newest guest reviews across all their rooms.
Pass host_id, or room_id to find the room's host. Use to judge whether a host is reliable or to see their other places.
| Name | Required | Description | Default |
|---|---|---|---|
| host_id | No | Host id, e.g. 1626813. | |
| room_id | No | Or a room id, to find its host. | |
| full_text | No | Return long texts in full instead of clipped. | |
| rooms_limit | No | Host's rooms to list. | |
| reviews_limit | No | Newest reviews across the host's rooms. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already cover read-only, idempotent, open-world and non-destructive semantics, so the burden is lighter. The description nonetheless adds real behavioral context beyond them: prices are 'undated starting prices,' reviews are the 'newest across all their rooms,' and long text is clipped unless requested. Auth/rate-limit behavior is not discussed, keeping it out of 5 territory.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two tight sentences: the return payload is front-loaded, then the invocation modes and intended use. No filler, no repetition of the title.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
There is no output schema, so the description must characterize the return, and it does so explicitly by listing the profile fields. Combined with the input-mode guidance and the clipping caveat, an agent has everything needed to call it correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the schema already documents all five parameters. The description clarifies the host_id/room_id input-mode choice, but adds nothing for full_text, rooms_limit or reviews_limit. Baseline 3 is appropriate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb ('Check') and resource ('a host') and enumerates exactly what the profile contains: response time, response/acceptance rates, member since, active rooms, newest reviews. An agent can distinguish this from ot_room or ot_reviews without opening a schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicitly tells the agent how to invoke it ('Pass host_id, or room_id to find the room's host') and names the intent ('judge whether a host is reliable or to see their other places'). It does not, however, explicitly name a sibling alternative such as ot_reviews for pure review retrieval, so it falls just short of a 5.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_late_checkoutLate checkoutARead-onlyIdempotent
Check whether a room offers late checkout, for how many hours and at what price (Toman, a unit not confirmed on the site), and with check_out whether it can be booked on that departure day (offered rooms are often closed for it on a given day).
Use when the user wants to leave later than the check-out time. ot_price_quote adds it to a total with late_checkout_hours.
| Name | Required | Description | Default |
|---|---|---|---|
| room_id | Yes | Room id (code), e.g. 2512254. | |
| check_out | No | Departure day to check, e.g. '2026-10-23'. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already cover the safety profile (readOnly, idempotent, non-destructive, openWorld), so the bar is lower; the description still adds real behavioral context: the price unit is Toman and explicitly flagged as unverified, and it warns that offered rooms are often closed for late checkout on a given day. That quirk is genuinely useful and not derivable from structured fields.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loaded with the core purpose, then usage. The second sentence is a bit clause-heavy ('with check_out whether it can be booked on that departure day') but every element carries information and nothing is redundant filler.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description does the work of describing the return surface (offered or not, hours, price, bookability), which is what an agent needs. Minor gaps remain, such as how an 'unavailable' result is signaled, but it is nearly complete for a 2-parameter read tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline is 3. The description goes beyond the schema by explaining what check_out actually does behaviorally (determines whether late checkout can be booked on that departure day) rather than merely restating 'departure day to check'.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource (check whether a room offers late checkout) and enumerates the exact facets returned: availability, number of hours, price, and bookability on a given departure day. This is clearly distinguished from siblings like ot_price_quote, which it explicitly frames as a complementary tool.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives an explicit triggering condition ('Use when the user wants to leave later than the check-out time') and names the related tool plus the parameter that connects them ('ot_price_quote adds it to a total with late_checkout_hours'). An agent knows both when to call this and how it chains.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_price_quoteExact stay priceARead-onlyIdempotent
Get the amount to pay (Toman) for a room, dates and guests: nights_total (the room page's
payable amount for the base guests), the extra-guest charge, optional late checkout, and the total.
nightly is the calendar breakdown (each discounted night is rounded to 1,000, so it can add up to
a little more than nights_total; price_before_discount is absent when there is no discount).
Also checks that every night is free, the stay length is allowed and the room takes that many guests (available=false with a reason otherwise). Late checkout that cannot be booked keeps the quote, with late_checkout.available=false. Use before the user books on otaghak.com.
| Name | Required | Description | Default |
|---|---|---|---|
| guests | Yes | Guests, e.g. 4. | |
| room_id | Yes | Room id (code), e.g. 2512254. | |
| check_in | Yes | Arrival day YYYY-MM-DD, e.g. '2026-10-20'. | |
| check_out | Yes | Departure day, e.g. '2026-10-23' (max 20 nights). | |
| late_checkout_hours | No | Late checkout hours to add (offered rooms), e.g. 4. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With annotations already covering readOnly/idempotent/non-destructive, the description adds substantial behavior: nightly rounding to 1,000, price_before_discount omitted when no discount, available=false plus reason on failed checks, and a partial-success path where unbookable late checkout keeps the quote with late_checkout.available=false.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loads the payoff (what amount is returned and its parts) then covers edge cases; every sentence carries information. It is dense with parentheticals and slightly long, keeping it just shy of a 5.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
No output schema exists, so the description must explain return values, and it does so thoroughly (field names, rounding behavior, absent fields, failure shapes). For a 5-parameter quote tool this is complete enough to invoke correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, so the baseline is 3, but the description adds semantics the schema lacks: nights_total is for the base guests, and late_checkout_hours is treated as optional and may silently return available=false. It does not add format or boundary detail beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb+resource: 'Get the amount to pay (Toman) for a room, dates and guests', and enumerates the returned components (nights_total, extra-guest charge, late checkout, total). Its combined pricing-plus-availability scope functionally distinguishes it from siblings like ot_room_calendar and ot_search_rooms.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives a clear usage trigger: 'Use before the user books on otaghak.com', establishing it as a pre-booking validation/quote step. It does not, however, name alternatives (e.g. why not ot_room or ot_search_rooms) or state when-not to use it.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_reviewsRoom reviews and ratingARead-onlyIdempotent
Get a room's rating (0-5), star histogram, six category scores, percent of guests who recommend it, and written reviews, newest first (with host replies).
rating is null and reviews empty when the room has no ratings yet (new rooms). Use after ot_room or ot_search_rooms to judge quality; ot_host has reviews across all of a host's rooms.
| Name | Required | Description | Default |
|---|---|---|---|
| page | No | Zero-based page. | |
| limit | No | Reviews per page. | |
| room_id | Yes | Room id (code), e.g. 2512254. | |
| full_text | No | Return long texts in full instead of clipped. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly, idempotent, and non-destructive, so the safety profile is covered. The description adds genuinely new behavioral context: ordering (newest first), inclusion of host replies, and the edge case where rating is null and reviews are empty for new rooms — a detail not in annotations or schema.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences, front-loaded with the returned payload and followed by the caveat and routing guidance. No filler; every clause carries information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
There is no output schema, so the description must convey the return shape — and it does, listing rating, histogram, category scores, recommendation percent, and reviews. Combined with the edge-case note, an agent has everything needed to call and interpret this tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so page, limit, room_id, and full_text are all documented in the schema itself (including clipping behavior tied to full_text). The description adds no parameter-level syntax or format detail, so the baseline of 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource — retrieves a room's rating, star histogram, category scores, recommendation percent, and written reviews — and implicitly distinguishes itself from ot_host, which covers reviews across all of a host's rooms.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives explicit timing ('Use after ot_room or ot_search_rooms to judge quality') and names the alternative sibling (ot_host) with the condition that selects it. An agent can route correctly without opening either schema.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_roomRoom detailsARead-onlyIdempotent
Get one room: description, capacity, rooms and beds, amenities, house rules, check-in/out times, cancellation policy, host, nearby places, approximate location, photos and nightly price.
With check_in/check_out the price is the average night for those dates, even when they are
booked (ot_price_quote or ot_room_calendar tells whether they are free); without, an undated
starting price. instant_on_some_nights is the room-level flag: instant booking can differ per night,
so for given dates read instant in ot_price_quote or ot_room_calendar.
Use after ot_search_rooms or ot_find_place. Next: ot_price_quote (exact total),
ot_room_calendar (free nights), ot_reviews, ot_host (host response and acceptance rates),
ot_similar_rooms.
| Name | Required | Description | Default |
|---|---|---|---|
| room_id | Yes | Room id (code), e.g. 2512254. | |
| check_in | No | Arrival day YYYY-MM-DD, e.g. '2026-10-20' (not past, in the open calendar). | |
| check_out | No | Departure day YYYY-MM-DD, e.g. '2026-10-23' (max 20 nights). | |
| full_text | No | Return long texts in full instead of clipped. | |
| max_photos | No | Photo URLs to return. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly/idempotent/non-destructive/openWorld, so safety is covered. The description adds non-obvious behavior the schema does not: the nightly price is an average for the given dates even when those dates are booked, and instant_on_some_nights is only a room-level flag whose per-night truth lives in ot_price_quote/ot_room_calendar. That is real disclosure beyond structured fields.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Field list is front-loaded and each sentence carries information, but the middle paragraph is long and parenthetically dense, requiring a careful read. Slightly more compact phrasing would preserve all the value.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description does the work of describing return contents by enumerating the returned fields, which is strong. It leaves minor gaps such as how clipping interacts with full_text and how approximate location is expressed, but an agent can call this tool correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, so the baseline is 3, but the description goes further by explaining what check_in/check_out actually change (date-specific average price vs. undated starting price) and that they do not indicate availability. That is meaning beyond the schema's format hints.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb ('Get one room') plus the resource and enumerates the exact payload it returns (description, capacity, beds, amenities, house rules, price, etc.). That is far more than a restatement of the title and lets an agent know precisely what a single-room fetch yields.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicitly states prerequisites ('Use after ot_search_rooms or ot_find_place') and names the correct follow-on tools for each intent (ot_price_quote for exact total, ot_room_calendar for free nights, ot_reviews, ot_host, ot_similar_rooms). Both when-to-use and what-to-use-next are covered.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_room_calendarRoom calendarARead-onlyIdempotent
Get a room's calendar day by day: nightly price after and before discount (Toman), free or booked, instant booking, min and max nights when arriving that day, weekend, public holiday, late checkout.
A night is priced on its arrival day. Absent keys: price_before_discount = no discount, instant / weekend / holiday / late_checkout = no. Use to find free dates, cheap nights or allowed stay lengths. Next: ot_price_quote for a stay.
| Name | Required | Description | Default |
|---|---|---|---|
| end | No | Last day (inclusive), e.g. '2026-11-20'. Default: start + 30 days. | |
| start | No | First day YYYY-MM-DD, e.g. '2026-10-20'. Default: today. | |
| room_id | Yes | Room id (code), e.g. 2512254. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly/idempotent/non-destructive/openWorld, so the safety profile is covered. The description adds real behavioral semantics beyond them: pricing is anchored to the arrival day, and absent keys have defined defaults (no discount, instant/weekend/holiday/late_checkout = no), which is exactly the kind of context an agent needs to interpret the response.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loads the core purpose and then compresses the return fields into a dense list; each clause (absent-key defaults, next step) carries information. The telegraphic style is slightly terse but not padded, so every sentence earns its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description does the work of describing the return payload field by field and explains how missing keys should be read, which is essential for a calendar-dump tool. Coverage is strong, though the encoding of 'free or booked' and the min/max nights fields could be spelled out a bit more.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so start/end/room_id defaults are already documented in the schema, establishing a baseline of 3. The description's 'A night is priced on its arrival day' helps interpret the day-keyed response, but adds no syntax or format detail for the individual parameters themselves.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb+resource+granularity ('Get a room's calendar day by day') and enumerates exactly what each day contains (price before/after discount, free/booked, instant booking, min/max nights, weekend, holiday, late checkout). This is clearly distinguishable from siblings like ot_room or ot_price_quote, which are routed to explicitly.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives concrete use cases ('find free dates, cheap nights or allowed stay lengths') and names the natural follow-up tool ('Next: ot_price_quote for a stay'), which routes the agent well. It does not state when NOT to use this tool or contrast it with ot_room, so it stops short of explicit exclusion guidance.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_search_filtersSearch filter codesARead-onlyIdempotent
List the search filters of a city, province or collection (or the whole site) with the codes ot_search_rooms takes.
Returns the nightly price range (Toman), room types (ids for room_types), filter codes for
filters (pool, jacuzzi, parking, heating, pets, parties, beach / jungle area, ...), and for a
city its districts and landmarks (district_id). Use when the user asks for an amenity, a rule,
a room type or a place near a landmark.
| Name | Required | Description | Default |
|---|---|---|---|
| city | No | City slug, e.g. 'ramsar'; also returns its districts. | |
| province | No | Province slug, e.g. 'mazandaran'. | |
| collection | No | Collection code, e.g. 'beach'. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint and destructiveHint=false, so safety is covered. The description adds real behavioral value by enumerating what is returned (price range in Toman, room type ids, filter codes, districts/landmarks), which is important since no output schema exists. It does not mention auth or rate limits, keeping it short of a 5.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences that are front-loaded with the core action and scope, then the return contents and usage trigger. Slightly dense, but every clause carries information an agent needs; nothing is padding.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description correctly compensates by describing the return payload. Combined with annotations that cover the read-only/idempotent profile and a fully documented schema, the definition is complete enough to call correctly, though it omits response shape/pagination detail.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100% and each of the three optional params is already documented with slug examples and the extra data it returns. The description mostly restates that scope without adding syntax or format detail beyond the schema, so the baseline of 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description gives a specific verb ('List') and resource ('search filters'), states the scope (city, province, collection, or whole site), and explicitly frames the tool as the code-lookup companion to ot_search_rooms. An agent can distinguish it from ot_search_rooms and ot_destinations without opening any schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
'Use when the user asks for an amenity, a rule, a room type or a place near a landmark' gives concrete triggering contexts, and naming ot_search_rooms as the consumer of these codes implies the workflow. There is no explicit when-not-to-use statement or exclusion, but the intended usage is unambiguous.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_search_roomsSearch staysARead-onlyIdempotent
Search Otaghak stays (villas, cottages, apartments, eco-lodges) in a city, province or collection.
With check_in/check_out every room is available on those dates and carries the stay price:
price_per_night (average after discount) and stay_total for guests (incl. extra-guest charges;
estimate, can be a few Toman off). Without dates prices are undated starting prices. Get slugs
from ot_find_place, filter codes from ot_search_filters. Next: ot_room for details, ot_price_quote
for the exact total, ot_room_calendar for other dates.
| Name | Required | Description | Default |
|---|---|---|---|
| city | No | City slugs from ot_find_place, e.g. ['ramsar'] (any of them). | |
| name | No | Room name words, e.g. 'نرگس'. | |
| page | No | Zero-based page. | |
| sort | No | Order; with dates, cheapest re-sorts each page by stay_total. | recommended |
| limit | No | Rooms per page. | |
| prime | No | Only 'prime' rooms. | |
| guests | No | Guests, e.g. 4; smaller rooms are left out. | |
| filters | No | Codes from ot_search_filters exactly as returned, e.g. ['ruleValues=10101|10103|10102'] (pets). All must match. | |
| instant | No | Only instant booking. | |
| bedrooms | No | Minimum bedrooms, e.g. 2. | |
| check_in | No | Arrival day YYYY-MM-DD, e.g. '2026-10-20' (not past, in the open calendar). | |
| city_tag | No | City theme slug with `city`, e.g. 'cottage' (ot_travel_guide). | |
| province | No | Province slug, e.g. 'mazandaran'. | |
| check_out | No | Departure day YYYY-MM-DD, e.g. '2026-10-23' (max 20 nights). | |
| max_price | No | Max nightly Toman after discount, e.g. 8000000. | |
| min_price | No | Min nightly Toman after discount, e.g. 3000000. | |
| collection | No | Collection code from ot_destinations, e.g. 'beach', 'villapool'. | |
| min_rating | No | Minimum rating. | |
| rent_types | No | Rent type. | |
| room_types | No | Room type ids from ot_search_filters, e.g. [138] villa. | |
| district_id | No | Landmark district id from ot_search_filters, with `city`, e.g. 230. | |
| include_nearby | No | Also rooms around the city. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint and non-destructive, so safety is covered. The description adds real behavioral context beyond that: with dates every room is available and priced (price_per_night as average after discount, stay_total including extra-guest charges), and it honestly caveats that the total is an estimate that 'can be a few Toman off'. It does not describe pagination behavior, hence not a 5.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short paragraphs, front-loaded with what the tool does, then the pricing semantics, then the cross-tool routing. No filler sentences; every clause carries either scope, behavior, or navigation information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a 22-parameter, zero-required search tool with no output schema, the description covers the essential ambiguities: date-dependent pricing, guest-based filtering, and which sibling to call for detail or exact totals. It stops short of describing the returned result shape (list vs. envelopes, pagination signals), which a first-time caller would still have to infer.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so baseline is 3. The description goes beyond the schema by explaining where parameter values come from (city slugs via ot_find_place, filters/room_types/district_id via ot_search_filters, collection via ot_destinations) and by explaining how dates change the meaning of returned prices for the guests parameter.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The first sentence names a specific verb and resource ('Search Otaghak stays') and enumerates the scope (villas, cottages, apartments, eco-lodges) across city, province or collection. It is immediately distinguishable from sibling tools like ot_room (details) and ot_find_place (slug lookup).
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicit prerequisites are given ('Get slugs from ot_find_place, filter codes from ot_search_filters') and explicit follow-ups are routed ('Next: ot_room for details, ot_price_quote for the exact total, ot_room_calendar for other dates'). It also states the condition that changes behavior: providing check_in/check_out vs. omitting them.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_similar_roomsSimilar roomsARead-onlyIdempotent
Get 4-5 alternatives to a room (same city and type), as the room page shows them (or, while that list is
empty upstream, a search of the room's city and type up to 1.5x its price; note says so).
Without dates prices are undated starting prices (not tonight's). With check_in/check_out the
rooms are re-priced for that stay; rooms that are booked or too small for guests are listed in
not_available. Use when the user's room is full or too expensive. Next: ot_room, ot_price_quote.
| Name | Required | Description | Default |
|---|---|---|---|
| guests | No | Guests, e.g. 4; smaller rooms are left out. | |
| room_id | Yes | Room id (code), e.g. 2512254. | |
| check_in | No | Arrival day YYYY-MM-DD, e.g. '2026-10-20' (not past, in the open calendar). | |
| check_out | No | Departure day YYYY-MM-DD, e.g. '2026-10-23' (max 20 nights). |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Adds behavior well beyond the annotations: the upstream-empty fallback (search up to 1.5x price, flagged in `note`), the pricing semantics (undated starting prices without dates, re-priced with dates), and the not_available handling for booked/too-small rooms. Annotations only cover the safety profile, so this is genuinely additive.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loaded with the core purpose and scoped follow-ups (pricing, availability, usage) in a tight four-sentence block. The first sentence's nested parenthetical is slightly dense but not wasteful.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description carries the return-format burden and does name key fields (not_available, `note`). The structure of the primary alternatives list itself is left implicit, a minor gap for a no-output-schema tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, so baseline is 3, but the description adds real semantics: `guests` determines which rooms land in not_available rather than merely filtering, and check_in/check_out change pricing versus the undated starting prices. It doesn't clarify date-range limits beyond what the schema already says.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource: 'Get 4-5 alternatives to a room (same city and type)', plus the fallback scope while the upstream list is empty. An agent can distinguish this anchored-to-a-room lookup from the broader ot_search_rooms from the text alone.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives a clear trigger ('Use when the user's room is full or too expensive') and names follow-on tools ('Next: ot_room, ot_price_quote'). It stops short of an explicit when-not or a contrast against ot_search_rooms, so it falls just below the top band.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ot_travel_guideDestination travel guideARead-onlyIdempotent
Get the site's travel guide for a destination: guide text, the destination's FAQ (best season, sights, prices), related search pages (city themes such as beach, cottage, apartment with listing counts) and matching blog articles (restaurants, sights, souvenirs).
Use when the user asks what a place is like or what to do there. City theme slugs from
related_pages go to ot_search_rooms city_tag.
| Name | Required | Description | Default |
|---|---|---|---|
| kind | No | What `place` is. | city |
| place | Yes | City, province or collection slug, e.g. 'ramsar', 'beach'. | |
| full_text | No | Return long texts in full instead of clipped. | |
| max_chars | No | Max characters of the guide text. | |
| blog_query | No | Blog search words, e.g. 'رستوران رامسر'. Default: place name. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly, idempotent, openWorld, and non-destructive, so the safety profile is covered. The description adds useful composition context (what data areas the guide aggregates) but doesn't disclose clipping behavior or defaults, which full_text and max_chars imply but don't explain.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loaded with the verb and the enumeration of return content, then a clear when-to-use block. The parenthetical examples (beach, cottage, apartment) and blog subtopics add length but are informative rather than filler.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
A read-only aggregation tool with a fully documented schema; the description covers purpose, trigger, contents, and one cross-tool chaining case. Return format details are appropriately left to the schema/annotations, though the clipping behavior when full_text is false could be spelled out.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, so every parameter is already documented, including what place/kind mean and the max_chars clipping behavior via full_text. The description adds the cross-tool hint that related_pages slugs map to ot_search_rooms `city_tag`, but no additional parameter syntax or format detail beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb (get) and resource (travel guide for a destination) and enumerates the return contents (guide text, FAQ, related search pages, blog articles). This distinguishes it from siblings like ot_destinations or ot_find_place, which locate destinations rather than describe them.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicitly gives the trigger condition ('when the user asks what a place is like or what to do there') and a concrete chaining instruction routing theme slugs to ot_search_rooms `city_tag`. No exclusion guidance for other guide-like siblings, but the when-to-use is clear.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
15 tool updates
v0.2.0- Changed
ot_deals13 fields changed- changed
Input schema / properties / check_in / descriptionPrevious value: -"Arrival day, Gregorian YYYY-MM-DD, e.g. '2026-10-20'. Not in the past; calendars open only to the end of next Jalali month."New value: +"Arrival day YYYY-MM-DD, e.g. '2026-10-20' (not past, in the open calendar)." - removed
Input schema / properties / check_in / titleRemoved value: -"Check In" - changed
Input schema / properties / check_out / descriptionPrevious value: -"Departure day, Gregorian YYYY-MM-DD, e.g. '2026-10-23' (3 nights). At most 20 nights after check_in."New value: +"Departure day YYYY-MM-DD, e.g. '2026-10-23' (max 20 nights)." - removed
Input schema / properties / check_out / titleRemoved value: -"Check Out" - changed
Input schema / properties / city / anyOfPrevious value: -[ - { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - { - "type": "null" - } -]New value: +[ + { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + { + "type": "null" + } +] - changed
Input schema / properties / city / descriptionPrevious value: -"City slug to find its most discounted stays, e.g. 'ramsar'. Default: the whole site."New value: +"City slug, e.g. 'ramsar'. Default: whole site." - removed
Input schema / properties / city / titleRemoved value: -"City" - changed
Input schema / properties / guests / descriptionPrevious value: -"Number of guests, e.g. 4. Rooms that cannot take that many are left out."New value: +"Guests, e.g. 4; smaller rooms are left out." - removed
Input schema / properties / guests / titleRemoved value: -"Guests" - changed
Input schema / properties / limit / defaultPrevious value: -10New value: +8 - removed
Input schema / properties / limit / titleRemoved value: -"Limit" - removed
Input schema / titleRemoved value: -"ot_dealsArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_dealsDictOutput", - "type": "object" -}New value: +null
- Changed
ot_destinations5 fields changed- changed
Input schema / properties / collection / anyOfPrevious value: -[ - { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - { - "type": "null" - } -]New value: +[ + { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + { + "type": "null" + } +] - changed
Input schema / properties / collection / descriptionPrevious value: -"Collection code to list its cities, e.g. 'beach', 'jungle', 'villa-north-iran', 'lastsecond'."New value: +"Collection code to list its cities, e.g. 'beach'." - removed
Input schema / properties / collection / titleRemoved value: -"Collection" - removed
Input schema / titleRemoved value: -"ot_destinationsArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_destinationsDictOutput", - "type": "object" -}New value: +null
- Changed
ot_find_place4 fields changed- changed
Input schema / properties / query / descriptionPrevious value: -"City or province name in Persian or as an English slug, e.g. 'رامسر', 'ramsar', 'مازندران', or a numeric room code, e.g. '2508916'."New value: +"City/province name (Persian or slug), e.g. 'رامسر', or a room code, e.g. '2508916'." - removed
Input schema / properties / query / titleRemoved value: -"Query" - removed
Input schema / titleRemoved value: -"ot_find_placeArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_find_placeDictOutput", - "type": "object" -}New value: +null
- Changed
ot_help6 fields changed- changed
Input schema / properties / query / descriptionPrevious value: -"Words to look for, Persian works best, e.g. 'لغو' (cancellation) or 'کیف پول' (wallet)."New value: +"Persian words to look for, e.g. 'لغو', 'کیف پول'." - removed
Input schema / properties / query / titleRemoved value: -"Query" - changed
Input schema / properties / topic / descriptionPrevious value: -"faq: the help-center FAQ; terms: guest terms of use (booking, cancellation policies, refunds, wallet, stay rules); host_rules; quality_policy."New value: +"faq, terms (booking, cancellation policies, refunds, wallet, stay rules), host_rules, quality_policy." - removed
Input schema / properties / topic / titleRemoved value: -"Topic" - removed
Input schema / titleRemoved value: -"ot_helpArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_helpDictOutput", - "type": "object" -}New value: +null
- Changed
ot_holidays6 fields changed- changed
Input schema / properties / end / descriptionPrevious value: -"Last day (inclusive), e.g. '2026-12-31'. At most a year after start."New value: +"Last day (inclusive), e.g. '2026-12-31'; max a year after start." - removed
Input schema / properties / end / titleRemoved value: -"End" - changed
Input schema / properties / start / descriptionPrevious value: -"First day, Gregorian YYYY-MM-DD, e.g. '2026-10-20'."New value: +"First day YYYY-MM-DD, e.g. '2026-10-20'." - removed
Input schema / properties / start / titleRemoved value: -"Start" - removed
Input schema / titleRemoved value: -"ot_holidaysArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_holidaysDictOutput", - "type": "object" -}New value: +null
- Changed
ot_host11 fields changed- added
Input schema / properties / full_textAdded value: +{ + "default": false, + "description": "Return long texts in full instead of clipped.", + "type": "boolean" +} - changed
Input schema / properties / host_id / descriptionPrevious value: -"Host (user) id, e.g. 1626813."New value: +"Host id, e.g. 1626813." - removed
Input schema / properties / host_id / titleRemoved value: -"Host Id" - changed
Input schema / properties / reviews_limit / defaultPrevious value: -5New value: +3 - removed
Input schema / properties / reviews_limit / titleRemoved value: -"Reviews Limit" - changed
Input schema / properties / room_id / descriptionPrevious value: -"Or a room id to look up its host, e.g. 2512254."New value: +"Or a room id, to find its host." - removed
Input schema / properties / room_id / titleRemoved value: -"Room Id" - changed
Input schema / properties / rooms_limit / defaultPrevious value: -10New value: +6 - removed
Input schema / properties / rooms_limit / titleRemoved value: -"Rooms Limit" - removed
Input schema / titleRemoved value: -"ot_hostArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_hostDictOutput", - "type": "object" -}New value: +null
- Changed
ot_late_checkout5 fields changed- changed
Input schema / properties / check_out / descriptionPrevious value: -"Departure day to check, Gregorian YYYY-MM-DD, e.g. '2026-10-23'."New value: +"Departure day to check, e.g. '2026-10-23'." - removed
Input schema / properties / check_out / titleRemoved value: -"Check Out" - removed
Input schema / properties / room_id / titleRemoved value: -"Room Id" - removed
Input schema / titleRemoved value: -"ot_late_checkoutArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_late_checkoutDictOutput", - "type": "object" -}New value: +null
- Changed
ot_price_quote11 fields changed- changed
Input schema / properties / check_in / descriptionPrevious value: -"Arrival day, Gregorian YYYY-MM-DD, e.g. '2026-10-20'."New value: +"Arrival day YYYY-MM-DD, e.g. '2026-10-20'." - removed
Input schema / properties / check_in / titleRemoved value: -"Check In" - changed
Input schema / properties / check_out / descriptionPrevious value: -"Departure day, e.g. '2026-10-23'. At most 20 nights."New value: +"Departure day, e.g. '2026-10-23' (max 20 nights)." - removed
Input schema / properties / check_out / titleRemoved value: -"Check Out" - changed
Input schema / properties / guests / descriptionPrevious value: -"Number of guests, e.g. 4."New value: +"Guests, e.g. 4." - removed
Input schema / properties / guests / titleRemoved value: -"Guests" - changed
Input schema / properties / late_checkout_hours / descriptionPrevious value: -"Late checkout hours to add (offered rooms only, usually 4), e.g. 4."New value: +"Late checkout hours to add (offered rooms), e.g. 4." - removed
Input schema / properties / late_checkout_hours / titleRemoved value: -"Late Checkout Hours" - removed
Input schema / properties / room_id / titleRemoved value: -"Room Id" - removed
Input schema / titleRemoved value: -"ot_price_quoteArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_price_quoteDictOutput", - "type": "object" -}New value: +null
- Changed
ot_reviews8 fields changed- added
Input schema / properties / full_textAdded value: +{ + "default": false, + "description": "Return long texts in full instead of clipped.", + "type": "boolean" +} - changed
Input schema / properties / limit / defaultPrevious value: -10New value: +5 - removed
Input schema / properties / limit / titleRemoved value: -"Limit" - changed
Input schema / properties / page / descriptionPrevious value: -"Zero-based page number."New value: +"Zero-based page." - removed
Input schema / properties / page / titleRemoved value: -"Page" - removed
Input schema / properties / room_id / titleRemoved value: -"Room Id" - removed
Input schema / titleRemoved value: -"ot_reviewsArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_reviewsDictOutput", - "type": "object" -}New value: +null
- Changed
ot_room9 fields changed- changed
Input schema / properties / check_in / descriptionPrevious value: -"Arrival day, Gregorian YYYY-MM-DD, e.g. '2026-10-20'. Not in the past; calendars open only to the end of next Jalali month."New value: +"Arrival day YYYY-MM-DD, e.g. '2026-10-20' (not past, in the open calendar)." - removed
Input schema / properties / check_in / titleRemoved value: -"Check In" - changed
Input schema / properties / check_out / descriptionPrevious value: -"Departure day, Gregorian YYYY-MM-DD, e.g. '2026-10-23' (3 nights). At most 20 nights after check_in."New value: +"Departure day YYYY-MM-DD, e.g. '2026-10-23' (max 20 nights)." - removed
Input schema / properties / check_out / titleRemoved value: -"Check Out" - added
Input schema / properties / full_textAdded value: +{ + "default": false, + "description": "Return long texts in full instead of clipped.", + "type": "boolean" +} - removed
Input schema / properties / max_photos / titleRemoved value: -"Max Photos" - removed
Input schema / properties / room_id / titleRemoved value: -"Room Id" - removed
Input schema / titleRemoved value: -"ot_roomArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_roomDictOutput", - "type": "object" -}New value: +null
- Changed
ot_room_calendar7 fields changed- changed
Input schema / properties / end / descriptionPrevious value: -"Last day (inclusive), e.g. '2026-11-20'. Default: 30 days after start. Days past the open calendar (end of next Jalali month) are not returned."New value: +"Last day (inclusive), e.g. '2026-11-20'. Default: start + 30 days." - removed
Input schema / properties / end / titleRemoved value: -"End" - removed
Input schema / properties / room_id / titleRemoved value: -"Room Id" - changed
Input schema / properties / start / descriptionPrevious value: -"First day, Gregorian YYYY-MM-DD, e.g. '2026-10-20'. Default: today."New value: +"First day YYYY-MM-DD, e.g. '2026-10-20'. Default: today." - removed
Input schema / properties / start / titleRemoved value: -"Start" - removed
Input schema / titleRemoved value: -"ot_room_calendarArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_room_calendarDictOutput", - "type": "object" -}New value: +null
- Changed
ot_search_filters9 fields changed- changed
Input schema / properties / city / anyOfPrevious value: -[ - { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - { - "type": "null" - } -]New value: +[ + { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + { + "type": "null" + } +] - changed
Input schema / properties / city / descriptionPrevious value: -"City slug, e.g. 'ramsar'. Also returns its districts (landmarks)."New value: +"City slug, e.g. 'ramsar'; also returns its districts." - removed
Input schema / properties / city / titleRemoved value: -"City" - changed
Input schema / properties / collection / anyOfPrevious value: -[ - { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - { - "type": "null" - } -]New value: +[ + { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + { + "type": "null" + } +] - removed
Input schema / properties / collection / titleRemoved value: -"Collection" - changed
Input schema / properties / province / anyOfPrevious value: -[ - { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - { - "type": "null" - } -]New value: +[ + { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + { + "type": "null" + } +] - removed
Input schema / properties / province / titleRemoved value: -"Province" - removed
Input schema / titleRemoved value: -"ot_search_filtersArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_search_filtersDictOutput", - "type": "object" -}New value: +null
- Changed
ot_search_rooms48 fields changed- removed
Input schema / properties / bedrooms / titleRemoved value: -"Bedrooms" - changed
Input schema / properties / check_in / descriptionPrevious value: -"Arrival day, Gregorian YYYY-MM-DD, e.g. '2026-10-20'. Not in the past; calendars open only to the end of next Jalali month."New value: +"Arrival day YYYY-MM-DD, e.g. '2026-10-20' (not past, in the open calendar)." - removed
Input schema / properties / check_in / titleRemoved value: -"Check In" - changed
Input schema / properties / check_out / descriptionPrevious value: -"Departure day, Gregorian YYYY-MM-DD, e.g. '2026-10-23' (3 nights). At most 20 nights after check_in."New value: +"Departure day YYYY-MM-DD, e.g. '2026-10-23' (max 20 nights)." - removed
Input schema / properties / check_out / titleRemoved value: -"Check Out" - changed
Input schema / properties / city / anyOfPrevious value: -[ - { - "items": { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - "maxItems": 5, - "type": "array" - }, - { - "type": "null" - } -]New value: +[ + { + "items": { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + "maxItems": 5, + "type": "array" + }, + { + "type": "null" + } +] - changed
Input schema / properties / city / descriptionPrevious value: -"City slugs from ot_find_place, e.g. ['ramsar'] or ['ramsar', 'chalus'] (any of them)."New value: +"City slugs from ot_find_place, e.g. ['ramsar'] (any of them)." - removed
Input schema / properties / city / titleRemoved value: -"City" - changed
Input schema / properties / city_tag / anyOfPrevious value: -[ - { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - { - "type": "null" - } -]New value: +[ + { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + { + "type": "null" + } +] - changed
Input schema / properties / city_tag / descriptionPrevious value: -"City theme page slug with `city`, e.g. 'beach' or 'cottage' (from ot_travel_guide related pages)."New value: +"City theme slug with `city`, e.g. 'cottage' (ot_travel_guide)." - removed
Input schema / properties / city_tag / titleRemoved value: -"City Tag" - changed
Input schema / properties / collection / anyOfPrevious value: -[ - { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - { - "type": "null" - } -]New value: +[ + { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + { + "type": "null" + } +] - changed
Input schema / properties / collection / descriptionPrevious value: -"Collection (landing) code from ot_destinations, e.g. 'beach', 'jungle', 'villapool', 'discounted', 'lastsecond'."New value: +"Collection code from ot_destinations, e.g. 'beach', 'villapool'." - removed
Input schema / properties / collection / titleRemoved value: -"Collection" - changed
Input schema / properties / district_id / descriptionPrevious value: -"District id (near a landmark) from ot_search_filters, used with `city`, e.g. 230."New value: +"Landmark district id from ot_search_filters, with `city`, e.g. 230." - removed
Input schema / properties / district_id / titleRemoved value: -"District Id" - changed
Input schema / properties / filters / descriptionPrevious value: -"Amenity, rule, region and feature codes from ot_search_filters, exactly as returned, e.g. ['attributeValues=130202|130201|130101|130102|130103|AGG1'] (pool) or ['ruleValues=10101|10103|10102'] (pets). All must match."New value: +"Codes from ot_search_filters exactly as returned, e.g. ['ruleValues=10101|10103|10102'] (pets). All must match." - removed
Input schema / properties / filters / titleRemoved value: -"Filters" - changed
Input schema / properties / guests / descriptionPrevious value: -"Number of guests, e.g. 4. Rooms that cannot take that many are left out."New value: +"Guests, e.g. 4; smaller rooms are left out." - removed
Input schema / properties / guests / titleRemoved value: -"Guests" - changed
Input schema / properties / include_nearby / descriptionPrevious value: -"Also include rooms around the city."New value: +"Also rooms around the city." - removed
Input schema / properties / include_nearby / titleRemoved value: -"Include Nearby" - changed
Input schema / properties / instant / descriptionPrevious value: -"Only instant booking (no host approval)."New value: +"Only instant booking." - removed
Input schema / properties / instant / titleRemoved value: -"Instant" - changed
Input schema / properties / limit / defaultPrevious value: -15New value: +10 - removed
Input schema / properties / limit / titleRemoved value: -"Limit" - changed
Input schema / properties / max_price / descriptionPrevious value: -"Highest nightly price in Toman (after discount), e.g. 8000000."New value: +"Max nightly Toman after discount, e.g. 8000000." - removed
Input schema / properties / max_price / titleRemoved value: -"Max Price" - changed
Input schema / properties / min_price / descriptionPrevious value: -"Lowest nightly price in Toman (after discount), e.g. 3000000."New value: +"Min nightly Toman after discount, e.g. 3000000." - removed
Input schema / properties / min_price / titleRemoved value: -"Min Price" - changed
Input schema / properties / min_rating / descriptionPrevious value: -"Minimum rating: 3, 4 or 5."New value: +"Minimum rating." - removed
Input schema / properties / min_rating / titleRemoved value: -"Min Rating" - changed
Input schema / properties / name / descriptionPrevious value: -"Words of the room name, e.g. 'نرگس'."New value: +"Room name words, e.g. 'نرگس'." - removed
Input schema / properties / name / titleRemoved value: -"Name" - changed
Input schema / properties / page / descriptionPrevious value: -"Zero-based page number."New value: +"Zero-based page." - removed
Input schema / properties / page / titleRemoved value: -"Page" - changed
Input schema / properties / prime / descriptionPrevious value: -"Only 'prime' (premium) rooms."New value: +"Only 'prime' rooms." - removed
Input schema / properties / prime / titleRemoved value: -"Prime" - changed
Input schema / properties / province / anyOfPrevious value: -[ - { - "description": "Slug (letters, digits, -).", - "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", - "type": "string" - }, - { - "type": "null" - } -]New value: +[ + { + "pattern": "^[A-Za-z][A-Za-z0-9-]{1,60}$", + "type": "string" + }, + { + "type": "null" + } +] - removed
Input schema / properties / province / titleRemoved value: -"Province" - changed
Input schema / properties / rent_types / descriptionPrevious value: -"Rent type: whole_place (دربست), semi_private, shared."New value: +"Rent type." - removed
Input schema / properties / rent_types / titleRemoved value: -"Rent Types" - changed
Input schema / properties / room_types / descriptionPrevious value: -"Room type ids from ot_search_filters, e.g. [138] villa, [154] cottage, [137] apartment."New value: +"Room type ids from ot_search_filters, e.g. [138] villa." - removed
Input schema / properties / room_types / titleRemoved value: -"Room Types" - changed
Input schema / properties / sort / descriptionPrevious value: -"Order. cheapest/most_expensive use the nightly price after discount; with dates, cheapest then re-sorts each page by stay_total (extra-guest charges included)."New value: +"Order; with dates, cheapest re-sorts each page by stay_total." - removed
Input schema / properties / sort / titleRemoved value: -"Sort" - removed
Input schema / titleRemoved value: -"ot_search_roomsArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_search_roomsDictOutput", - "type": "object" -}New value: +null
- Changed
ot_similar_rooms9 fields changed- changed
Input schema / properties / check_in / descriptionPrevious value: -"Arrival day, Gregorian YYYY-MM-DD, e.g. '2026-10-20'. Not in the past; calendars open only to the end of next Jalali month."New value: +"Arrival day YYYY-MM-DD, e.g. '2026-10-20' (not past, in the open calendar)." - removed
Input schema / properties / check_in / titleRemoved value: -"Check In" - changed
Input schema / properties / check_out / descriptionPrevious value: -"Departure day, Gregorian YYYY-MM-DD, e.g. '2026-10-23' (3 nights). At most 20 nights after check_in."New value: +"Departure day YYYY-MM-DD, e.g. '2026-10-23' (max 20 nights)." - removed
Input schema / properties / check_out / titleRemoved value: -"Check Out" - changed
Input schema / properties / guests / descriptionPrevious value: -"Number of guests, e.g. 4. Rooms that cannot take that many are left out."New value: +"Guests, e.g. 4; smaller rooms are left out." - removed
Input schema / properties / guests / titleRemoved value: -"Guests" - removed
Input schema / properties / room_id / titleRemoved value: -"Room Id" - removed
Input schema / titleRemoved value: -"ot_similar_roomsArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_similar_roomsDictOutput", - "type": "object" -}New value: +null
- Changed
ot_travel_guide10 fields changed- changed
Input schema / properties / blog_query / descriptionPrevious value: -"Blog search words, e.g. 'رستوران رامسر'. Default: the place's Persian name."New value: +"Blog search words, e.g. 'رستوران رامسر'. Default: place name." - removed
Input schema / properties / blog_query / titleRemoved value: -"Blog Query" - added
Input schema / properties / full_textAdded value: +{ + "default": false, + "description": "Return long texts in full instead of clipped.", + "type": "boolean" +} - removed
Input schema / properties / kind / titleRemoved value: -"Kind" - changed
Input schema / properties / max_chars / defaultPrevious value: -3000New value: +2000 - removed
Input schema / properties / max_chars / titleRemoved value: -"Max Chars" - changed
Input schema / properties / place / descriptionPrevious value: -"City, province or collection slug, e.g. 'ramsar', 'mazandaran', 'beach'."New value: +"City, province or collection slug, e.g. 'ramsar', 'beach'." - removed
Input schema / properties / place / titleRemoved value: -"Place" - removed
Input schema / titleRemoved value: -"ot_travel_guideArguments" - changed
Output schema / (root)Previous value: -{ - "additionalProperties": true, - "title": "ot_travel_guideDictOutput", - "type": "object" -}New value: +null
15 tool updates
v0.1.0- First observed
ot_deals - First observed
ot_destinations - First observed
ot_find_place - First observed
ot_help - First observed
ot_holidays - First observed
ot_host - First observed
ot_late_checkout - First observed
ot_price_quote - First observed
ot_reviews - First observed
ot_room - First observed
ot_room_calendar - First observed
ot_search_filters - First observed
ot_search_rooms - First observed
ot_similar_rooms - First observed
ot_travel_guide
TDQS
Scored across 15 tools
Most tools have clearly distinct resource+action targets (ot_room vs ot_search_rooms vs ot_price_quote vs ot_room_calendar vs ot_reviews). Some overlap exists in the discovery cluster—ot_destinations, ot_find_place, ot_search_filters and ot_deals can all surface cities/collections—but the detailed descriptions and 'Next:' chaining hints resolve most doubt.
Every tool shares the same ot_ prefix and snake_case noun-phrase convention (ot_room, ot_room_calendar, ot_price_quote, ot_search_rooms). The pattern is fully predictable with no mixing of styles or verb forms.
15 tools sit at the top of the ideal 3-15 range and each maps to a distinct facet of accommodation search (discovery, detail, pricing, calendar, host, reviews, guides, help). No redundant tools pad the set.
The surface covers search, discovery, room detail, calendar, exact pricing, host/reviews, deals, holidays and help very thoroughly for an information/planning server. There is no booking or reservation-management operation, though the descriptions make clear that booking is intentionally out of scope on otaghak.com.
Maintenance
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Hotel booking MCP server. Search, book, and manage reservations across 250K+ properties worldwide.
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Staylist World is a hotel comparison service your AI assistant can call directly. The free MCP server (https://staylist.world/mcp, Streamable HTTP, no auth) covers 80,000+ hotels with ratings, review summaries, published policies and booking links. No API key, no sign-up. Tools: search_hotels by city, name or need; get_hotel for overviews, amenities and published policies; get_booking_link; list_destinations; and get_reviews. There is also a REST API and Markdown versions of hotel pages. Unknown facts are marked as unknown. New: get_reviews returns a hotel's 1–2 star guest reviews from the last 24 months with the count out of all reviews; or paste staylist.world/reviews?hotel=<name> into any assistant.
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